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Competing Motivations: Proactive Response Inhibition Toward Addiction-Related Stimuli in Quitting-Motivated Individuals

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Abstract

We examined whether addiction-related cues impact proactive inhibition (the restraint of actions in preparation for stopping) in individuals who are motivated to quit gambling or cannabis use. In Study 1, treatment-seeking individuals with cannabis use disorder and matched controls performed a stop-signal task that required them to inhibit categorizing cannabis or neutral pictures, and within varying levels of stop-signal probability. In Study 2, two groups of individuals, who applied to a voluntary self-exclusion program toward gambling, performed the stop-task following relaxation or gambling craving induction, with results compared to non-gamblers. Study 1 showed that despite being less efficient in proactive inhibition, individuals with cannabis use disorder exhibited heightened proactive inhibition toward cannabis cues. In Study 2, proactive inhibition toward gambling cues was heightened in gamblers after craving, but the degree of proactive adjustment decreased as a function of induced changes in gambling-related motivation. Present findings demonstrate that exposure to addiction-related cues can modulate proactive inhibition in individuals who are motivated to restrict their addictive behaviors.

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References

  • Åhs, F., Dunsmoor, J. E., Zielinski, D., & LaBar, K. S. (2015). Spatial proximity amplifies valence in emotional memory and defensive approach-avoidance. Neuropsychologia, 70, 476–485.

    Article  PubMed  Google Scholar 

  • Aron, A. R. (2011). From reactive to proactive and selective control: Developing a richer model for stopping inappropriate responses. Biological Psychiatry, 69(12), e55–e68.

    Article  PubMed  Google Scholar 

  • Ashrafioun, L., & Rosenberg, H. (2012). Methods of assessing craving to gamble: A narrative review. Psychology of Addictive Behaviors: Journal of the Society of Psychologists in Addictive Behaviors, 26(3), 536–549.

    Article  Google Scholar 

  • Bechara, A. (2005). Decision making, impulse control and loss of willpower to resist drugs: A neurocognitive perspective. Nature Neuroscience, 8(11), 1458–1463.

    Article  PubMed  CAS  Google Scholar 

  • Behan, B., Connolly, C. G., Datwani, S., Doucet, M., Ivanovic, J., Morioka, R., et al. (2014). Response inhibition and elevated parietal-cerebellar correlations in chronic adolescent cannabis users. Neuropharmacology, 84, 131–137.

    Article  PubMed  CAS  Google Scholar 

  • Bissett, P. G., & Logan, G. D. (2012). Post-stop-signal slowing: Strategies dominate reflexes and implicit learning. Journal of Experimental Psychology: Human Perception and Performance, 38(3), 746–757.

    PubMed  Google Scholar 

  • Bourne, E. J. (1995). The anxiety and phobia workbook (2nd ed.). Oakland, CA: New Hardbinger Publications Inc.

    Google Scholar 

  • Braver, T. S. (2012). The variable nature of cognitive control: A dual mechanisms framework. Trends in Cognitive Sciences, 16(2), 106–113.

    Article  PubMed  PubMed Central  Google Scholar 

  • Braver, T. S., Gray, J. R., & Burgess, G. C. (2007). Explaining the many varieties of working memory variation: Dual mechanisms of cognitive control. Variation in working memory (pp. 76–106). Oxford: Oxford University Press.

    Google Scholar 

  • Braver, T. S., Paxton, J. L., Locke, H. S., & Barch, D. M. (2009). Flexible neural mechanisms of cognitive control within human prefrontal cortex. Proceedings of the National Academy of Sciences of the United States of America, 106(18), 7351–7356.

    Article  PubMed  PubMed Central  Google Scholar 

  • Breiner, M. J., Stritzke, W. G., & Lang, A. R. (1999). Approaching avoidance. A step essential to the understanding of craving. Alcohol Research & Health: The Journal of the National Institute on Alcohol Abuse and Alcoholism, 23(3), 197–206.

    CAS  Google Scholar 

  • Brevers, D., He, Q., Keller, B., Noël, X., & Bechara, A. (2017). Neural correlates of proactive and reactive motor response inhibition of gambling stimuli in frequent gamblers. Scientific Reports, 7(1), 7394.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Brevers, D., & Noël, X. (2013). Pathological gambling and the loss of willpower: A neurocognitive perspective. Socioaffective Neuroscience & Psychology, 3, 21592.

    Article  Google Scholar 

  • Cadet, J. L., & Bisagno, V. (2015). Neuropsychological consequences of chronic drug use: Relevance to treatment approaches. Frontiers in Psychiatry, 6, 189.

    PubMed  Google Scholar 

  • Campanella, S., & Noël, X. (2016). On the usefulness of action tendencies training and brain stimulation in the modification of alcohol use disorders. A commentary on “Electrophysiological and behavioral effects of combined transcranial direct current stimulation and alcohol approach bias retraining in hazardous drinkers” by den Uyl, Gladwin, and Wiers (ACER, 2016). Alcoholism, Clinical and Experimental Research, 40(12), 2516–2518.

    Article  PubMed  Google Scholar 

  • Chikazoe, J., Jimura, K., Hirose, S., Yamashita, K., Miyashita, Y., & Konishi, S. (2009). Preparation to inhibit a response complements response inhibition during performance of a stop-signal task. The Journal of Neuroscience, 29(50), 15870–15877.

    Article  PubMed  CAS  Google Scholar 

  • Claisse, C., Cottencin, O., Ott, L., Berna, G., Danel, T., & Nandrino, J.-L. (2017). Heart rate variability changes and emotion regulation abilities in short- and long-term abstinent alcoholic individuals. Drug and Alcohol Dependence, 175, 237–245.

    Article  PubMed  Google Scholar 

  • Conway, A. R., Kane, M. J., Bunting, M. F., Hambrick, D. Z., Wilhelm, O., & Engle, R. W. (2005). Working memory span tasks: A methodological review and user’s guide. Psychonomic Bulletin Review, 12, 769–786.

    Article  PubMed  Google Scholar 

  • Czapla, M., Simon, J. J., Richter, B., Kluge, M., Friederich, H.-C., Herpertz, S., et al. (2016). The impact of cognitive impairment and impulsivity on relapse of alcohol-dependent patients: Implications for psychotherapeutic treatment. Addiction Biology, 21(4), 873–884.

    Article  PubMed  Google Scholar 

  • Dawson, M. E., Schell, A. M., & Filion, D. L. (2007). The electrodermal system. In J. T. Cacioppo, L. G. Tassinary, & G. G. Berntson (Eds.), Handbook of psychophysiology (3rd ed., pp. 159–181). New York: Cambridge University Press.

    Google Scholar 

  • DeWitt, S. J., Ketcherside, A., McQueeny, T. M., Dunlop, J. P., & Filbey, F. M. (2015). The hyper-sentient addict: An exteroception model of addiction. The American Journal of Drug and Alcohol Abuse, 41(5), 374–381.

    Article  PubMed  PubMed Central  Google Scholar 

  • Dragicevic, S., Percy, C., Kudic, A., & Parke, J. (2015). A descriptive analysis of demographic and behavioral data from Internet gamblers and those who self-exclude from online gambling platforms. Journal of Gambling Studies, 31(1), 105–132.

    Article  PubMed  Google Scholar 

  • Droutman, V., Bechara, A., & Read, S. J. (2015a). Roles of the different sub-regions of the insular cortex in various phases of the decision-making process. Frontiers in Behavioral Neuroscience, 9, 309.

    Article  PubMed  PubMed Central  Google Scholar 

  • Droutman, V., Read, S. J., & Bechara, A. (2015b). Revisiting the role of the insula in addiction. Trends in Cognitive Sciences, 19(7), 414–420.

    Article  PubMed  PubMed Central  Google Scholar 

  • Duckworth, A. L., Gendler, T. S., & Gross, J. J. (2016). Situational strategies for self-control. Perspectives on Psychological Science, 11(1), 35–55.

    Article  PubMed  PubMed Central  Google Scholar 

  • Faul, F., Erdfelder, E., Lang, A. G., & Buchner, A. (2007). G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behavior Research Methods, 39(2), 175–191.

    Article  PubMed  Google Scholar 

  • Federico, P., & Mirabella, G. (2014). Effects of probability bias in response readiness and response inhibition on reaching movements. Experimental Brain Research, 232(4), 1293–1307.

    Article  PubMed  Google Scholar 

  • Field, M., Mogg, K., Zetteler, J., & Bradley, B. P. (2004). Attentional biases for alcohol cues in heavy and light social drinkers: The roles of initial orienting and maintained attention. Psychopharmacology (Berl), 176(1), 88–93.

    Article  CAS  Google Scholar 

  • Fujita, K. (2011). On conceptualizing self-control as more than the effortful inhibition of impulses. Personality and Social Psychology Review, 15(4), 352–366.

    Article  PubMed  Google Scholar 

  • Gainsbury, S. M. (2014). Review of self-exclusion from gambling venues as an intervention for problem gambling. Journal of Gambling Studies, 30(2), 229–251.

    Article  PubMed  Google Scholar 

  • Galla, B. M., & Duckworth, A. L. (2015). More than resisting temptation: Beneficial habits mediate the relationship between self-control and positive life outcomes. Journal of Personality and Social Psychology, 109(3), 508–525.

    Article  PubMed  PubMed Central  Google Scholar 

  • Gauggel, S., Heusinger, A., Forkmann, T., Boecker, M., Lindenmeyer, J., Cox, W. M., et al. (2010). Effects of alcohol cue exposure on response inhibition in detoxified alcohol-dependent patients. Alcoholism, Clinical and Experimental Research, 34(9), 1584–1589.

    Article  PubMed  CAS  Google Scholar 

  • Goudriaan, A. E., Oosterlaan, J., De Beurs, E., & Van Den Brink, W. (2008). The role of self-reported impulsivity and reward sensitivity versus neurocognitive measures of disinhibition and decision-making in the prediction of relapse in pathological gamblers. Psychological Medicine, 38(1), 41–50.

    Article  PubMed  CAS  Google Scholar 

  • Hodgins, D. C., El-Guebaly, N., & Armstrong, S. (1995). Prospective and retrospective reports of mood states before relapse to substance use. Journal of Consulting and Clinical Psychology, 63(3), 400–407.

    Article  PubMed  CAS  Google Scholar 

  • Hofmann, W., Friese, M., & Strack, F. (2009). Impulse and self-control from a dual-systems perspective. Perspectives on Psychological Science: A Journal of the Association for Psychological Science, 4(2), 162–176.

    Article  PubMed  Google Scholar 

  • Jahfari, S., Stinear, C. M., Claffey, M., Verbruggen, F., & Aron, A. R. (2010). Responding with restraint: What are the neurocognitive mechanisms? Journal of Cognitive Neuroscience, 22(7), 1479–1492.

    Article  PubMed  PubMed Central  Google Scholar 

  • Jahfari, S., Verbruggen, F., Frank, M. J., Waldorp, L. J., Colzato, L., Ridderinkhof, K. R., et al. (2012). How preparation changes the need for top-down control of the basal ganglia when inhibiting premature actions. The Journal of Neuroscience: The Official Journal of the Society for Neuroscience, 32(32), 10870–10878.

    Article  CAS  Google Scholar 

  • Jasinska, A. J., Stein, E. A., Kaiser, J., Naumer, M. J., & Yalachkov, Y. (2014). Factors modulating neural reactivity to drug cues in addiction: A survey of human neuroimaging studies. Neuroscience and Biobehavioral Reviews, 38, 1–16.

    Article  PubMed  Google Scholar 

  • Jones, A., Christiansen, P., Nederkoorn, C., Houben, K., & Field, M. (2013). Fluctuating disinhibition: Implications for the understanding and treatment of alcohol and other substance use disorders. Frontiers in Psychiatry, 4, 140.

    Article  PubMed  PubMed Central  Google Scholar 

  • Kilts, C. D., Gross, R. E., Ely, T. D., & Drexler, K. P. G. (2004). The neural correlates of cue-induced craving in cocaine-dependent women. The American Journal of Psychiatry, 161(2), 233–241.

    Article  PubMed  Google Scholar 

  • Kilts, C. D., Schweitzer, J. B., Quinn, C. K., Gross, R. E., Faber, T. L., Muhammad, F., et al. (2001). Neural activity related to drug craving in cocaine addiction. Archives of General Psychiatry, 58(4), 334–341.

    Article  PubMed  CAS  Google Scholar 

  • Kleerekooper, I., van Rooij, S. J. H., van den Wildenberg, W. P. M., de Leeuw, M., Kahn, R. S., & Vink, M. (2016). The effect of aging on fronto-striatal reactive and proactive inhibitory control. NeuroImage, 132, 51–58.

    Article  PubMed  Google Scholar 

  • Klingemann, H., Sobell, M. B., & Sobell, L. C. (2010). Continuities and changes in self-change research. Addiction (Abingdon, England), 105(9), 1510–1518.

    Article  Google Scholar 

  • Ladouceur, R., Jacques, C., Giroux, I., Ferland, F., & Leblond, J. (2000). Analysis of a casino’s self-exclusion program. Journal of Gambling Studies, 16(4), 453–460.

    Article  PubMed  CAS  Google Scholar 

  • Lang, P. J., Greenwald, M. K., Bradley, M. M., & Hamm, A. O. (1993). Looking at pictures: Affective, facial, visceral, and behavioral reactions. Psychophysiology, 30, 261–273.

    Article  PubMed  CAS  Google Scholar 

  • Lawrence, N. S., O’Sullivan, J., Parslow, D., Javaid, M., Adams, R. C., Chambers, C. D., et al. (2015). Training response inhibition to food is associated with weight loss and reduced energy intake. Appetite, 95, 17–28.

    Article  PubMed  PubMed Central  Google Scholar 

  • Logan, G. D. (1985). Executive control of thought and action. Acta Psychologica, 60, 193–210.

    Article  Google Scholar 

  • Logan, G. D., & Cowan, W. B. (1984). On the ability to inhibit thought and action—A theory of an act of control. Psychological Review, 91, 295–327.

    Article  Google Scholar 

  • MacLaren, V. V. (2001). A quantitative review of the guilty knowledge test. Journal of Applied Psychology, 86, 674–683.

    Article  PubMed  CAS  Google Scholar 

  • Mainz, V., Drüke, B., Boecker, M., Kessel, R., Gauggel, S., & Forkmann, T. (2012). Influence of cue exposure on inhibitory control and brain activation in patients with alcohol dependence. Frontiers in Human Neuroscience, 6, 92.

    Article  PubMed  PubMed Central  Google Scholar 

  • Maltzman, I. (1990). The OR and significance. Pavlovian Journal of Biological Science, 25, 111–121.

    PubMed  CAS  Google Scholar 

  • Marchica, L., Zhao, Y., Derevensky, J., & Ivoska, W. (2016). Understanding the relationship between sports-relevant gambling and being at-risk for a gambling problem among american adolescents. Journal of Gambling Studies. doi:10.1007/s10899-016-9653-3.

    Article  Google Scholar 

  • Meule, A., Lukito, S., Vögele, C., & Kübler, A. (2011). Enhanced behavioral inhibition in restrained eaters. Eating Behaviors, 12(2), 152–155.

    Article  PubMed  Google Scholar 

  • Mischel, W., Shoda, Y., & Rodriguez, M. I. (1989). Delay of gratification in children. Science, 244(4907), 933–938.

    Article  PubMed  CAS  Google Scholar 

  • Miyake, A., Friedman, N. P., Emerson, M. J., Witzki, A. H., Howerter, A., & Wager, T. D. (2000). The unity and diversity of executive functions and their contributions to complex “frontal lobe” tasks: A latent variable analysis. Cognitive Psychology, 41, 49–100.

    Article  PubMed  CAS  Google Scholar 

  • Morie, K. P., Garavan, H., Bell, R. P., De Sanctis, P., Krakowski, M. I., & Foxe, J. J. (2014). Intact inhibitory control processes in abstinent drug abusers (II): A high-density electrical mapping study in former cocaine and heroin addicts. Neuropharmacology, 82, 151–160.

    Article  PubMed  CAS  Google Scholar 

  • Morris, L. S., & Voon, V. (2016). Dimensionality of cognitions in behavioral addiction. Current Behavioral Neuroscience Reports, 3, 49–57.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Muraven, M., Tice, D. M., & Baumeister, R. F. (1998). Self-control as limited resource: Regulatory depletion patterns. Journal of Personality and Social Psychology, 74(3), 774–789.

    Article  PubMed  CAS  Google Scholar 

  • Naqvi, N. H., & Bechara, A. (2006). Skin conductance responses are elicited by the airway sensory effects of puffs from cigarettes. International Journal of Psychophysiology, 61(1), 77–86.

    Article  PubMed  PubMed Central  Google Scholar 

  • Naqvi, N. H., & Bechara, A. (2009). The hidden island of addiction: The insula. Trends in Neurosciences, 32(1), 56–67.

    Article  PubMed  CAS  Google Scholar 

  • Naqvi, N. H., Gaznick, N., Tranel, D., & Bechara, A. (2014). The insula: A critical neural substrate for craving and drug seeking under conflict and risk. Annals of the New York Academy of Sciences, 1316, 53–70.

    Article  PubMed  PubMed Central  Google Scholar 

  • Nederkoorn, C., Jansen, E., Mulkens, S., & Jansen, A. (2007). Impulsivity predicts treatment outcome in obese children. Behaviour Research and Therapy, 45(5), 1071–1075.

    Article  PubMed  Google Scholar 

  • Nelson, S. E., Kleschinsky, J. H., LaBrie, R. A., Kaplan, S., & Shaffer, H. J. (2010). One decade of self exclusion: Missouri casino self-excluders four to ten years after enrollment. Journal of Gambling Studies, 26(1), 129–144.

    Article  PubMed  Google Scholar 

  • Noël, X., & Bechara, A. (2016). Bridging the gap between the lab and the clinic: Psychopathology’s grand challenge. Frontiers in Psychology, 7, 1752.

    Article  PubMed  PubMed Central  Google Scholar 

  • Noël, X., Brevers, D., & Bechara, A. (2013a). A neurocognitive approach to understanding the neurobiology of addiction. Current Opinion in Neurobiology, 23(4), 632–638.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Noël, X., Brevers, D., & Bechara, A. (2013b). A triadic neurocognitive approach to addiction for clinical interventions. Frontiers in Psychiatry, 4, 179.

    Article  PubMed  PubMed Central  Google Scholar 

  • Noël, X., Colmant, M., Van Der Linden, M., Bechara, A., Bullens, Q., Hanak, C., et al. (2006). Time course of attention for alcohol cues in abstinent alcoholic patients: The role of initial orienting. Alcoholism, Clinical and Experimental Research, 30(11), 1871–1877.

    Article  PubMed  Google Scholar 

  • Noori, H. R., Cosa Linan, A., & Spanagel, R. (2016). Largely overlapping neuronal substrates of reactivity to drug, gambling, food and sexual cues: A comprehensive meta-analysis. European Neuropsychopharmacology, 26(9), 1419–1430.

    Article  PubMed  CAS  Google Scholar 

  • Norberg, M. M., Kavanagh, D. J., Olivier, J., & Lyras, S. (2016). Craving cannabis: A meta-analysis of self-report and psychophysiological cue-reactivity studies. Addiction, 111(11), 1923–1934.

    Article  PubMed  Google Scholar 

  • Pessoa, L. (2008). On the relationship between emotion and cognition. Nature Review Neurosciensces, 9, 148–158.

    Article  CAS  Google Scholar 

  • Pessoa, L., Padmala, S., Kenzer, A., & Bauer, A. (2012). Interactions between cognition and emotion during response inhibition. Emotion, 12, 192–197.

    Article  PubMed  Google Scholar 

  • Petit, G., Cimochowska, A., Cevallos, C., Cheron, G., Kornreich, C., Hanak, C., et al. (2015). Reduced processing of alcohol cues predicts abstinence in recently detoxified alcoholic patients in a three-month follow up period: An ERP study. Behavioural Brain Research, 282, 84–94.

    Article  PubMed  CAS  Google Scholar 

  • Pitman, R. K., Orr, S. P., Forgue, D. F., de Jong, J. B., & Claiborn, J. M. (1987). Psychophysiologic assessment of posttraumatic stress disorder imagery in Vietnam combat veterans. Archives of General Psychiatry, 44(11), 970–975.

    Article  PubMed  CAS  Google Scholar 

  • Potenza, M. N. (2006). Should addictive disorders include non-substance-related conditions? Addiction (Abingdon, England), 101(Suppl 1), 142–151.

    Article  Google Scholar 

  • Price, M., Lee, M., & Higgs, S. (2016). Food-specific response inhibition, dietary restraint and snack intake in lean and overweight/obese adults: A moderated-mediation model. International Journal of Obesity (2005), 40(5), 877–882.

    Article  CAS  Google Scholar 

  • Sawyer, K. S., Poey, A., Ruiz, S. M., Marinkovic, K., & Oscar-Berman, M. (2015). Measures of skin conductance and heart rate in alcoholic men and women during memory performance. PeerJ, 3, e941.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Sinha, R., Fox, H. C., Hong, K. A., Bergquist, K., Bhagwagar, Z., & Siedlarz, K. M. (2009). Enhanced negative emotion and alcohol craving, and altered physiological responses following stress and cue exposure in alcohol dependent individuals. Neuropsychopharmacology: Official Publication of the American College of Neuropsychopharmacology, 34(5), 1198–1208.

    Article  CAS  Google Scholar 

  • Sinha, R., Talih, M., Malison, R., Cooney, N., Anderson, G. M., & Kreek, M. J. (2003). Hypothalamic-pituitary-adrenal axis and sympatho-adreno-medullary responses during stress-induced and drug cue-induced cocaine craving states. Psychopharmacology (Berl), 170(1), 62–72.

    Article  CAS  Google Scholar 

  • Slutske, W. S., Eisen, S., True, W. R., Lyons, M. J., Goldberg, J., & Tsuang, M. (2000). Common genetic vulnerability for pathological gambling and alcohol dependence in men. Archives of General Psychiatry, 57(7), 666–673.

    Article  PubMed  CAS  Google Scholar 

  • Smith-Hoerter, K., Stasiewicz, P. R., & Bradizza, C. M. (2004). Subjective reactions to alcohol cue exposure: A qualitative analysis of patients’ self-reports. Psychology of Addictive Behaviors: Journal of the Society of Psychologists in Addictive Behaviors, 18(4), 402–406.

    Article  Google Scholar 

  • Spruyt, A., De Houwer, J., Tibboel, H., Verschuere, B., Crombez, G., Verbanck, P., et al. (2013). On the predictive validity of automatically activated approach/avoidance tendencies in abstaining alcohol-dependent patients. Drug and Alcohol Dependence, 127(1–3), 81–86.

    Article  PubMed  Google Scholar 

  • Tibboel, H., De Houwer, J., Spruyt, A., Brevers, D., Roy, E., & Noël, X. (2015). Heavy social drinkers score higher on implicit wanting and liking for alcohol than alcohol-dependent patients and light social drinkers. Journal of Behavior Therapy and Experimental Psychiatry, 48, 185–191.

    Article  PubMed  Google Scholar 

  • Townshend, J. M., & Duka, T. (2007). Avoidance of alcohol-related stimuli in alcohol-dependent inpatients. Alcoholism: Clinical and Experimental Research, 31, 1349–1357.

    Article  CAS  Google Scholar 

  • van Holst, R. J., van Holstein, M., van den Brink, W., Veltman, D. J., & Goudriaan, A. E. (2012). Response inhibition during cue reactivity in problem gamblers: An fMRI study. PLoS ONE, 7(3), e30909.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • van Rooij, S. J. H., Rademaker, A. R., Kennis, M., Vink, M., Kahn, R. S., & Geuze, E. (2014). Impaired right inferior frontal gyrus response to contextual cues in male veterans with PTSD during response inhibition. Journal of Psychiatry & Neuroscience: JPN, 39(5), 330–338.

    Article  Google Scholar 

  • Verbruggen, F., Chambers, C. D., & Logan, G. D. (2013). Fictitious inhibitory differences: How skewness and slowing distort the estimation of stopping latencies. Psychological Science, 24(3), 352–362.

    Article  PubMed  PubMed Central  Google Scholar 

  • Verbruggen, F., Logan, G. D. (2008). Response inhibition in the stop-signal paradigm. Trends in Cognitive Science, 12, 418–424.

    Article  Google Scholar 

  • Verbruggen, F., & Logan, G. D. (2009a). Models of response inhibition in the stop-signal and stop-change paradigms. Neuroscience and Biobehavioral Reviews, 33(5), 647–661.

    Article  PubMed  Google Scholar 

  • Verbruggen, F., & Logan, G. D. (2009b). Proactive adjustments of response strategies in the stop-signal paradigm. Journal of Experimental Psychology: Human Perception and Performance, 35(3), 835.

    PubMed  Google Scholar 

  • Verdejo-García, A., & Bechara, A. (2009). A somatic marker theory of addiction. Neuropharmacology, 56(Suppl 1), 48–62.

    Article  PubMed  CAS  Google Scholar 

  • Vollstädt-Klein, S., Loeber, S., von der Goltz, C., Mann, K., & Kiefer, F. (2009). Avoidance of alcohol-related stimuli increases during the early stage of abstinence in alcohol-dependent patients. Alcohol and Alcoholism (Oxford, Oxfordshire), 44(5), 458–463.

    Article  Google Scholar 

  • Young, M. M., & Wohl, M. J. A. (2009). The Gambling Craving Scale: Psychometric validation and behavioral outcomes. Psychology of Addictive Behaviors: Journal of the Society of Psychologists in Addictive Behaviors, 23(3), 512–522.

    Article  Google Scholar 

  • Zandbelt, B. B., Bloemendaal, M., Neggers, S. F. W., Kahn, R. S., & Vink, M. (2013). Expectations and violations: Delineating the neural network of proactive inhibitory control. Human Brain Mapping, 34(9), 2015–2024.

    Article  PubMed  Google Scholar 

  • Zandbelt, B. B., van Buuren, M., Kahn, R. S., & Vink, M. (2011). Reduced proactive inhibition in schizophrenia is related to corticostriatal dysfunction and poor working memory. Biological Psychiatry, 70(12), 1151–1158.

    Article  PubMed  Google Scholar 

  • Zandbelt, B. B., & Vink, M. (2010). On the role of the striatum in response inhibition. PLoS ONE, 5(11), e13848.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

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Acknowledgements

The authors thank Mikael Alaerts, Anais Bertrand, Florentin Lariepe and Aubery Montero for their help in recruiting participants, and Dr. Frederick Verbruggen for his advices on data analyses.

Funding

This work was supported by the National Center for Responsible Gaming (NCRG; Early Stage Investigator Grant) and the Belgian National Funds for Scientific Research (FNRS; Chargé de Recherche Grant).

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Brevers, D., Bechara, A., Kilts, C.D. et al. Competing Motivations: Proactive Response Inhibition Toward Addiction-Related Stimuli in Quitting-Motivated Individuals. J Gambl Stud 34, 785–806 (2018). https://doi.org/10.1007/s10899-017-9722-2

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